Ma Jianfeng, Chen Jingyun, Gan Mailin, Chen Lei, Zhao Ye, Zhu Yan, Niu Lili, Zhang Shunhua, Zhu Li, Shen Linyuan
Department of Animal Science, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu 611130, China.
Farm Animal Genetic Resource Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu 611130, China.
Animals (Basel). 2022 Jun 22;12(13):1607. doi: 10.3390/ani12131607.
The gut microbiota affects the metabolism, health and growth rate of pigs. Understanding the characteristics of gut microbiota of different pig breeds at each growth stage will enable the design of individualized feeding strategies. The present study aimed to compare the growth curves and development patterns of pigs of three different breeds (Duroc, Landrace and Yorkshire) using the mathematical models Gompertz, Logistic, Von Bertalanffy and Richards. For Duroc pigs, the Gompertz model showed the highest prediction accuracy (R = 0.9974). In contrast, the best models for Landrace and Yorkshire pigs were Richards (R = 0.9986) and Von Bertalanffy (R = 0.9977), respectively. Path analysis showed that body length (path coefficient = 0.507) and chest circumference (path coefficient = 0.532) contributed more significantly to the body weight of pigs at the early growth stage, while hip circumference (path coefficient = 0.312) had a greater influence on pig body weight in the late growth stage. Moreover, the composition of the gut microbiota of pigs at two growth stages (60 kg of body weight in the early growth stage and 120 kg in the finishing stage) was studied using 16S rRNA sequencing technology. Variations in gut microbiota composition of pigs at different growth stages were observed. KEGG pathway enrichment analysis of annotated metagenomes revealed that protein synthesis and amino acid metabolism pathways were significantly enriched in pigs at the early growth stage, which may be related to nutritional requirements of pigs during this stage. This study confirmed longitudinal variation in the gut microbiota of pigs pertaining to age as well as lateral variation related to pig breed. The present findings expand the current understanding of the variations in swine gut microbiota during production stages.
肠道微生物群会影响猪的新陈代谢、健康状况和生长速度。了解不同猪品种在各个生长阶段的肠道微生物群特征,将有助于设计个性化的饲养策略。本研究旨在使用Gompertz、Logistic、Von Bertalanffy和Richards数学模型比较三个不同品种(杜洛克猪、长白猪和大白猪)的生长曲线和发育模式。对于杜洛克猪,Gompertz模型显示出最高的预测准确性(R = 0.9974)。相比之下,长白猪和大白猪的最佳模型分别是Richards模型(R = 0.9986)和Von Bertalanffy模型(R = 0.9977)。通径分析表明,体长(通径系数 = 0.507)和胸围(通径系数 = 0.532)在生长早期对猪体重的贡献更为显著,而臀围(通径系数 = 0.312)在生长后期对猪体重的影响更大。此外,使用16S rRNA测序技术研究了猪在两个生长阶段(生长早期体重60 kg和育肥期体重120 kg)的肠道微生物群组成。观察到不同生长阶段猪的肠道微生物群组成存在差异。对注释后的宏基因组进行KEGG通路富集分析表明,蛋白质合成和氨基酸代谢通路在生长早期的猪中显著富集,这可能与该阶段猪的营养需求有关。本研究证实了猪肠道微生物群与年龄相关的纵向变化以及与猪品种相关的横向变化。目前的研究结果扩展了对生猪生产阶段肠道微生物群变化的现有认识。